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Public Health Genomics and Precision Health Knowledge Base (v9.0)
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Precision Health Database|Search|Public Health Genomics and Precision Health Knowledge Base (PHGKB)
Last data update: Apr 17, 2024
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Machine learning[original query]>>Evidence Synthesis [Product Type]
Investigating machine learning and natural language processing techniques applied for detecting eating disorders: a systematic literature review.
Ghofrane Merhbene et al. Front Psychiatry 2024 151319522
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Machine Learning as a Diagnostic and Prognostic Tool for Predicting Thrombosis in Cancer Patients: A Systematic Review.
Adham H El-Sherbini et al. Semin Thromb Hemost 2024
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Applications of Artificial Intelligence, Machine Learning, and Deep Learning in Nutrition: A Systematic Review.
Tagne Poupi Theodore Armand et al. Nutrients 2024 16(7)
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Machine learning-based predictive models for patients with venous thromboembolism: A Systematic Review.
Vasiliki Danilatou et al. Thromb Haemost 2024
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Machine Learning for prediction of violent behaviors in schizophrenia spectrum disorders: a systematic review.
Mohammadamin Parsaei et al. Front Psychiatry 2024 151384828
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Interpreting artificial intelligence models: a systematic review on the application of LIME and SHAP in Alzheimer's disease detection.
Viswan Vimbi et al. Brain Inform 2024 11(1) 10
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Machine learning methods in predicting the risk of malignant transformation of oral potentially malignant disorders: A systematic review.
Simran Uppal et al. Int J Med Inform 2024 186105421
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Machine learning and the prediction of suicide in psychiatric populations: a systematic review.
Alessandro Pigoni et al. Transl Psychiatry 2024 14(1) 140
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Unveiling the Diagnostic Potential of Linguistic Markers in Identifying Individuals with Parkinson's Disease through Artificial Intelligence: A Systematic Review.
Cinzia Palmirotta et al. Brain Sci 2024 14(2)
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Artificial intelligence for radiographic imaging detection of caries lesions: a systematic review.
Domenico Albano et al. BMC Oral Health 2024 24(1) 274
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Predictive value of multiple imaging predictive models for spread through air spaces of lung adenocarcinoma: A systematic review and network meta‑analysis.
Cong Liu et al. Oncol Lett 2024 27(3) 122
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The effect of machine learning algorithms in the prediction, and diagnosis of meningitis: A systematic review.
Kosar Ghaddaripouri et al. Health Sci Rep 2024 7(2) e1893
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A systematic evaluation of big data-driven colorectal cancer studies.
Eslam Bani Mohammad et al. Med Glas (Zenica) 2024 21(1) 63-77
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Explainable machine learning for breast cancer diagnosis from mammography and ultrasound images: a systematic review.
Daraje Kaba Gurmessa et al. BMJ Health Care Inform 2024 31(1)
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Deep-learning models for image-based gynecological cancer diagnosis: a systematic review and meta- analysis.
Asefa Adimasu Taddese et al. Front Oncol 2024 131216326
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Applications of Artificial Intelligence in the Neuropsychological Assessment of Dementia: A Systematic Review.
Isabella Veneziani et al. J Pers Med 2024 14(1)
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Image analysis-based machine learning for the diagnosis of retinopathy of prematurity: A meta-analysis and systematic review.
Yihang Chu et al. Ophthalmol Retina 2024
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Artificial intelligence performance in detecting lymphoma from medical imaging: a systematic review and meta-analysis.
Anying Bai et al. BMC Med Inform Decis Mak 2024 24(1) 13
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Machine learning for the prediction of sepsis-related death: a systematic review and meta-analysis.
Yan Zhang et al. BMC Med Inform Decis Mak 2023 23(1) 283
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Artificial Intelligence and Machine Learning in Cancer Related Pain: A Systematic Review.
Vivian Salama et al. medRxiv 2023
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Accuracy of artificial intelligence model for infectious keratitis classification: a systematic review and meta-analysis.
Randy Sarayar et al. Front Public Health 2023 111239231
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The past, current, and future of neonatal intensive care units with artificial intelligence: a systematic review.
Elif Keles et al. NPJ Digit Med 2023 6(1) 220
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Artificial Intelligence in the Detection of Barrett's Esophagus: A Systematic Review.
Akash Patel et al. Cureus 2023 15(10) e47755
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Machine learning algorithms for the prognostication of abdominal aortic aneurysm progression: a systematic review.
Nazifa Ullah et al. Minerva Surg 2023
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Systematic reviews of machine learning in healthcare: a literature review.
Katarzyna Kolasa et al. Expert Rev Pharmacoecon Outcomes Res 2023
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Technical/Algorithm, Stakeholder, and Society (TASS) Barriers to the Application of Artificial Intelligence in Medicine: A Systematic Review.
Linda T Li et al. J Biomed Inform 2023 104531
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The Role of Artificial Intelligence in Prospective Real-Time Histological Prediction of Colorectal Lesions during Colonoscopy: A Systematic Review and Meta-Analysis.
Bhamini Vadhwana et al. Diagnostics (Basel) 2023 13(20)
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A scoping review of artificial intelligence-based methods for diabetes risk prediction.
Farida Mohsen et al. NPJ Digit Med 2023 6(1) 197
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The predictive value of machine learning for mortality risk in patients with acute coronary syndromes: a systematic review and meta-analysis.
Xiaoxiao Zhang et al. Eur J Med Res 2023 28(1) 451
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Machine Learning Models for Predicting Sudden Sensorineural Hearing Loss Outcome: A Systematic Review.
Amirhossein Aghakhani et al. Ann Otol Rhinol Laryngol 2023 34894231206902
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Page last reviewed:
Feb 1, 2024
Page last updated:
Apr 17, 2024
Content source:
Public Health Genomics Branch in the Division of Blood Disorders and Public Health Genomics
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National Center on Birth Defects and Developmental Disabilities
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